Tag: benchmarking LLMs
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Holos: Scalable LLM Multi-Agent System for Agentic Web
Discover Holos, a scalable LLM-based multi-agent system designed for efficient coordination and long-term persistence in the Agentic Web ecosystem.
Automated ACSL Annotation Evaluation for Formal Verification
Explore the effectiveness of automated ACSL annotation tools for formal verification in C programs, comparing AI models and rule-based systems.
How Alignment Boosts LLMs’ Multilingual Skills
Discover how alignment enhances large language models' multilingual abilities through neuron classification and shared semantic processing.
Mitigating Propaganda in LLMs: Rhetoric Generation Explained
Explore how large language models generate propaganda and learn effective mitigation strategies like ORPO to reduce manipulative content.
G-Drift MIA: Advanced Membership Inference for LLM Privacy
Discover G-Drift MIA, a novel method using gradient-induced feature drift to improve membership inference attacks on large language models.